Bookcover of APPLICATIONS OF LINEAR ALGEBRA TO DNA MICROARRAYS
Booktitle:

APPLICATIONS OF LINEAR ALGEBRA TO DNA MICROARRAYS

IMPUTATION ALGORITHMS

VDM Verlag Dr. Müller (2009-08-21 )

Books loader

Omni badge eligible for voucher
ISBN-13:

978-3-639-17994-1

ISBN-10:
3639179943
EAN:
9783639179941
Book language:
English
Blurb/Shorttext:
DNA Microarrays revolutionized the field of genomics, enabling biologists to study thousands of genes simultaneously. In this monograph we address two major problems in this area. First, how to restore the missing data on the DNA Microarrays, which was corrupted due to various factors. Second, how to condense the enormous information obtained. We introduce several tools from linear and multilinear algebra, and other areas as well, to study systematically these problems. We give explicit algorithms and their analysis to solve these problems. We also survey and compare our methods to other existing methods. Although our examples are from bionformatics, we are confident that the methods of this monograph apply as well to other branches of science, engineering and finance. The monograph is appropriate for readers from bioinformatics, computational biology, or engineers, who are interested in deep theoretical framework motivated by applications.
Publishing house:
VDM Verlag Dr. Müller
Website:
http://www.vdm-verlag.de
By (author) :
Amir Niknejad
Number of pages:
76
Published at:
2009-08-21
Stock:
Available
Category:
Microbiology
Price:
79.00 €
Keywords:
gene expression matrix, tensors, singular value decomposition, missing values, Imputation, low rank approximations of matrices and tensors, singular value decomposition, low rank approximations of matrices and tensors

Books loader

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::alipay Adyen::unionpay Adyen::paypal Paypal Wire Transfer

  0 products in the shopping cart
Edit cart
Loading frontend
LOADING